Evidence map›Paper›PMID 39859000›Full record

ArticleMedicina (Kaunas, Lithuania)2024

Development of a Predictive Model of Occult Cancer After a Venous Thromboembolism Event Using Machine Learning: The CLOVER Study.

Anabel Franco-Moreno, Elena Madroñal-Cerezo, Cristina Lucía de Ancos-Aracil, Ana Isabel Farfán-Sedano, Nuria Muñoz-Rivas, José Bascuñana Morejón-Girón, José Manuel Ruiz-Giardín, Federico Álvarez-Rodríguez, Jesús Prada-Alonso, Yvonne Gala-García and 5 more

Registry-linked trialAbstract read
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07310693 (External Validation of a Predictive Model for Occult Cancer Risk in Patients With Venous Thromboembolism Developed Using Machine Learning), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07310693 recruitingnot on this mapstarted 2025, after this paper: background citation

External Validation of a Predictive Model for Occult Cancer Risk in Patients With Venous Thromboembolism Developed Using Machine Learning

Typeobservational_patient_registrySponsorInfanta Leonor University HospitalRan2025 to 2028Enrolled500ConditionsVenous Thromboembolism (VTE), Occult Cancer
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Anabel Franco-MorenoDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.ORCID 0000-0003-1061-0200
Elena Madroñal-CerezoDepartment of Internal Medicine, Hospital Universitario de Fuenlabrada, 28942 Madrid, Spain.
Cristina Lucía de Ancos-AracilDepartment of Internal Medicine, Hospital Universitario de Fuenlabrada, 28942 Madrid, Spain.
Ana Isabel Farfán-SedanoDepartment of Internal Medicine, Clínica Universidad de Navarra-Hospital, 31008 Pamplona, Spain.
Nuria Muñoz-RivasDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.
José Bascuñana Morejón-GirónDepartment of Internal Medicine, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.
José Manuel Ruiz-GiardínDepartment of Internal Medicine, Hospital Universitario de Fuenlabrada, 28942 Madrid, Spain.ORCID 0000-0001-9459-7386
Federico Álvarez-RodríguezDepartment of Anatomical Pathology, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.
Jesús Prada-AlonsoHorus-ML, Alcalá Street 268, 28027 Madrid, Spain.
Yvonne Gala-GarcíaHorus-ML, Alcalá Street 268, 28027 Madrid, Spain.
Miguel Ángel Casado-SuelaDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.ORCID 0000-0003-2293-9644
Ana Bustamante-FermoselDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.
Nuria Alfaro-FernándezDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.
Juan Torres-MachoDepartment of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain.
CLOVER Research Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Machine LearningNeoplasmsNeoplasms, Unknown PrimaryVenous ThromboembolismAdultAgedCase-Control StudiesFemaleHumansMaleMiddle AgedProspective StudiesRegistriesRisk AssessmentRisk FactorsROC Curveearly detection of cancermachine learningoccult malignancypredictive modelvenous thromboembolism

Identifiers

PMID39859000
PMCPMC11766885

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.